Non-isotropy Regularization for Proxy-based Deep Metric Learning.
Karsten RothOriol VinyalsZeynep AkataPublished in: CVPR (2022)
Keyphrases
- metric learning
- distance metric
- distance metric learning
- machine learning and pattern recognition
- pairwise
- learning tasks
- semi supervised
- multi task
- distance function
- dimensionality reduction
- mahalanobis distance
- kernel matrix
- semi supervised clustering
- feature space
- mahalanobis metric
- euclidean distance
- text classification
- supervised learning
- database systems
- subject to linear constraints